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Kreiman Lab News

New book: Biological and Computer Vision

Biological and Computer Vision
Biological and Computer Vision. Kreiman. Cambridge University Press.

Cambridge University Press. 2021. ISBN 9781108649995

Imagine a world where machines can see and understand the world the way humans do. Rapid progress in artificial intelligence has led to smartphones that recognize faces, cars that detect pedestrians, and algorithms that suggest diagnoses from clinical images, among many other applications. The success of computer vision is founded on a deep understanding of the neural circuits in the brain responsible for visual processing. This book introduces the neuroscientific study of neuronal computations in visual cortex alongside of the psychological understanding of visual cognition and the burgeoning field of biologically-inspired artificial intelligence. Topics include the neurophysiological investigation of visual cortex, visual illusions, visual disorders, deep convolutional neural networks, machine learning, and generative adversarial networks among others. It is an ideal resource for students and researchers looking to build bridges across different approaches to studying and developing visual systems.

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Kreiman Lab News

Fall 2016: Neuro 130/230 Class

Biological and computational mechanisms of object recognition. Neuro 130 / 230 class.

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Kreiman Lab News

Inception: towards high-level brain machine interface for the visually impaired

From the movie “Inception”

Inception: towards high-level brain machine interface for the visually impaired. Gabriel Kreiman. Wills Eye Research Institute, Philadelphia, PA.

See book by Prof. Kreiman describing state-of-the-art in Biological and Computer Vision

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Kreiman Lab News

Biological and computational codes in vision

Biological and computational codes in vision. Gabriel Kreiman. Singapore.